| Literature DB >> 24184822 |
Lan-Sook Lee1, Namhyouck Lee, Young Ho Kim, Chang-Ho Lee, Sang Pil Hong, Yeo-Won Jeon, Young-Eon Kim.
Abstract
Response surface methodology (RSM) has been used to optimize the extraction conditions of antioxidants with relatively low caffeine content from green tea by using ultrasonic extraction. The predicted optimal conditions for the highest antioxidant activity and minimum caffeine level were found at 19.7% ethanol, 26.4 min extraction time, and 24.0 ° C extraction temperature. In the predicted optimal conditions, the experimental values were very close to the predicted values. Moreover, the ratio of (EGCg + ECg)/EGC was identified a major factor contributing to the antioxidant activity of green tea extracts. In this study, ultrasonic extraction showed that the ethanol concentration and extraction time used for antioxidant extraction could be remarkably reduced without a decrease in antioxidant activity compared to the conventional extraction conditions.Entities:
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Year: 2013 PMID: 24184822 PMCID: PMC6270505 DOI: 10.3390/molecules181113530
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Coded and processed variables levels used in experimental design for RSM.
| Run No. | Coded and Processed Variable Level | Response (mg/g) | |||
|---|---|---|---|---|---|
| X1 | X2 | X3 | Y1 | Y2 | |
| Ethanol concentration | Extraction time | Extraction temperature | Antioxidant activity | Caffeine content | |
| 1 | 0 (50) | 0 (60) | 1.682 (65.2) | 80.48 | 19.49 |
| 2 | 0 (50) | 0 (60) | 0 (40) | 79.77 | 18.54 |
| 3 | −1 (32) | −1 (40) | −1 (25) | 79.43 | 16.84 |
| 4 | 1 (68) | −1 (40) | 1 (55) | 80.22 | 18.08 |
| 5 | 0 (50) | 0 (60) | 0 (40) | 79.58 | 17.96 |
| 6 | 0 (50) | 0 (60) | 0 (40) | 79.51 | 18.22 |
| 7 | 0 (50) | −1.682 (26.4) | 0 (40) | 79.49 | 17.93 |
| 8 | 0 (50) | 0 (60) | 0 (40) | 79.09 | 18.07 |
| 9 | −1 (32) | 1 (80) | −1 (25) | 79.62 | 17.31 |
| 10 | 1 (68) | −1 (40) | −1 (25) | 79.62 | 18.04 |
| 11 | 0 (50) | 0 (60) | 0 (40) | 78.87 | 18.00 |
| 12 | −1.682 (19.7) | 0 (60) | 0 (40) | 79.67 | 16.39 |
| 13 | 1 (68) | 1 (80) | −1 (25) | 82.99 | 18.33 |
| 14 | 0 (50) | 0 (60) | 0 (40) | 77.28 | 18.56 |
| 15 | 0 (50) | 0 (60) | −1.682 (14.8) | 77.07 | 18.08 |
| 16 | 0 (50) | 1.682 (93.6) | 0 (40) | 82.36 | 18.04 |
| 17 | 1.682 (80.3) | 0 (60) | 0 (40) | 83.78 | 18.01 |
| 18 | −1 (32) | −1 (40) | 1 (55) | 80.84 | 17.33 |
| 19 | 1 (68) | 1 (80) | 1 (55) | 83.6 | 18.67 |
| 20 | −1 (32) | 1 (80) | 1 (55) | 81.45 | 18.09 |
Coded and processed variables levels used in experimental design for RSM.
| Responses | Quadratic polynomial model equations | R2 | CV(%) |
|---|---|---|---|
| Antioxidant activity | 91.5074 *** − 0.3590X1 ** − 0.2940X2 ** + 0.0857X3 + 0.0032X12 **
| 0.8961 | 2.27 |
| Caffeine | 12.1785 *** + 0.1707X1 *** + 0.0394X2 − 0.0341X3 − 0.0012X12 ***
| 0.9101 | 3.68 |
| content |
CV, coefficient of variation; X1, ethanol concentration; X2, extraction time; X3, extraction temperature. * Significant at p < 0.05; ** Significant at p < 0.01; *** Significant at p < 0.001.
Analysis of variance results for the regression equation.
| Source | Degree of freedom | Sum of squares | Mean square | ||
|---|---|---|---|---|---|
|
| |||||
| Model | 9 | 56.6980 | 5.9372 | 9.59 | 0.001 |
| X1 (Ethanol%, v/v) | 1 | 10.5842 | 9.8906 | 15.05 | 0.003 |
| X2 (Time, min) | 1 | 11.2031 | 7.7975 | 11.87 | 0.006 |
| X3 (Temperature, °C) | 1 | 7.5784 | 0.3988 | 0.61 | 0.454 |
| X1X2 | 1 | 13.9271 | 15.6784 | 23.86 | 0.001 |
| X1X3 | 1 | 8.4326 | 8.3531 | 12.71 | 0.005 |
| X2X3 | 1 | 0.0000 | 0.0000 | 0.00 | 0.996 |
| X12 | 1 | 4.4342 | 4.4342 | 6.75 | 0.027 |
| X22 | 1 | 0.5157 | 0.5157 | 0.78 | 0.396 |
| X32 | 1 | 0.0226 | 0.0226 | 0.03 | 0.857 |
| Lack of fit | 5 | 2.4163 | 0.4833 | 0.58 | 0.717 |
|
| |||||
| Model | 9 | 7.5879 | 0.8431 | 11.24 | 0.000 |
| X1 (Ethanol%, v/v) | 1 | 2.8716 | 2.2364 | 29.82 | 0.000 |
| X2 (Time, min) | 1 | 0.3873 | 0.1404 | 1.87 | 0.201 |
| X3 (Temperature, °C) | 1 | 1.1878 | 0.0633 | 0.84 | 0.380 |
| X1X2 | 1 | 2.3152 | 2.2194 | 29.60 | 0.000 |
| X1X3 | 1 | 0.2536 | 0.1920 | 2.56 | 0.141 |
| X2X3 | 1 | 0.4088 | 0.4088 | 5.45 | 0.042 |
| X12 | 1 | 0.0162 | 0.0162 | 0.22 | 0.652 |
| X22 | 1 | 0.1032 | 0.1032 | 1.38 | 0.268 |
| X32 | 1 | 0.0442 | 0.0442 | 0.59 | 0.460 |
| Lack of fit | 5 | 0.3907 | 0.0781 | 1.09 | 0.464 |
Figure 1Response surface plots for the effects of ethanol concentration, extraction time and temperature on antioxidant activity of green tea extracts. (A) Ethanol concentration and extraction time; (B) ethanol concentration and extraction temperature; (C) extraction time and temperature.
Figure 2Response surface plots for the effects of ethanol concentration, extraction time and temperature on caffeine contents of green tea extracts. (A) Ethanol concentration and extraction time; (B) ethanol concentration and extraction temperature; and (C) extraction time and temperature.
Optimum conditions and the predicted and experimental value of responses at the optimum conditions.
| Variables | Optimum conditions (predicted) | Modified conditions (actual) |
|---|---|---|
| Ethanol (%) | 19.7 | 20.0 |
| Extraction time (min) | 26.4 | 26.0 |
| Temperature (°C) | 24.0 | 24.0 |
| Antioxidant activity (%) | 82.1 | 82.7 ± 0.47 |
| Caffeine (mg/g) | 15.4 | 15.7 ± 0.56 |
Response values-related antioxidants obtained from experimental design.
| Run No. | Total polyphenol | Total catechins | Gallated catechins | (EGCg + ECg)/EGC |
|---|---|---|---|---|
| 1 | 167.06 | 123.36 | 57.51 | 1.22 |
| 2 | 160.70 | 115.09 | 51.92 | 1.15 |
| 3 | 141.43 | 91.33 | 34.61 | 0.85 |
| 4 | 153.94 | 122.14 | 60.13 | 1.36 |
| 5 | 157.79 | 112.13 | 50.73 | 1.15 |
| 6 | 155.70 | 112.96 | 50.97 | 1.15 |
| 7 | 150.62 | 112.60 | 51.24 | 1.17 |
| 8 | 154.61 | 113.20 | 51.43 | 1.16 |
| 9 | 142.71 | 92.37 | 34.29 | 0.83 |
| 10 | 147.65 | 123.99 | 61.87 | 1.39 |
| 11 | 159.89 | 112.77 | 51.35 | 1.17 |
| 12 | 139.53 | 84.21 | 29.81 | 0.77 |
| 13 | 153.19 | 126.29 | 63.62 | 1.42 |
| 14 | 156.91 | 115.70 | 52.78 | 1.17 |
| 15 | 148.48 | 104.56 | 45.05 | 1.05 |
| 16 | 155.70 | 113.09 | 51.50 | 1.17 |
| 17 | 144.94 | 130.66 | 68.91 | 1.57 |
| 18 | 150.31 | 99.19 | 40.80 | 0.98 |
| 19 | 157.45 | 134.51 | 69.23 | 1.47 |
| 20 | 151.30 | 102.78 | 41.97 | 0.96 |
Total catechins: sum of EGC, EC, GC, C, EGCg, ECg and GCg; Gallated catechins: sum of EGCg, ECg and GCg.
Correlations between the antioxidant activity and response values obtained from the experimental design.
| Responses | Pearson’s correlation coefficient | |
|---|---|---|
| Total polyphenol | 0.015 | 0.951 |
| Total catechins | 0.461 | 0.041 |
| Gallated catechins | 0.486 | 0.030 |
| (EGCg + ECg)/EGC | 0.491 | 0.028 |
Total catechins: sum of EGC, EC, GC, C, EGCg, ECg and GCg; Gallated catechins: sum of EGCg, ECg and GCg.
Figure 3HPLC chromatograms of standard solution of caffeine and catechins (A) and extracts (B). GC, (+)-gallocatechin; EGC, (−)-epigallocatechin; EC, (−)-epicatechin; EGCg, (−)-epigallocatechin gallate; GCg, (+)-gallocatechin gallate; ECg, (−)-epicatechin gallate; Cg, (+)-catechin gallate.